Research Article

A Semantic Analysis and Community Detection-Based Artificial Intelligence Model for Core Herb Discovery from the Literature: Taking Chronic Glomerulonephritis Treatment as a Case Study

Table 5

Average value of NMI.

AlgorithmKarateDolphinsFootballNetscienceAverage rank

COPRA0.3596 (8)0.5976 (6)0.8836 (7)0.3566 (5)6.5000
SLPA0.6915 (3)0.6678 (3)0.8862 (6)0.3651 (2)3.5000
DLPA+0.5489 (5)0.4753 (8)0.9044 (2)0.3858 (1)4.0000
WLPA0.5016 (6)0.6599 (4)0.9013 (3)0.3350 (8)5.2500
LPA_NI0.6598 (4)0.6436 (5)0.8823 (8)0.3636 (3)5.0000
NGLPA0.4408 (7)0.7108 (2)0.8887 (5)0.3471 (7)5.2500
LPANNI0.7782 (2)0.5809 (7)0.8997 (4)0.3627 (4)4.2500
LILPA0.9855 (1)0.8125 (1)0.9079 (1)0.3526 (6)2.2500